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Improvement in F1 score for H. sapiens PPI dataset
| Best-match average | Maximun | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| IEA- | IEA+ | IEA- | IEA+ | ||||||||
| CC | BP | MF | CC | BP | MF | CC | BP | MF | CC | BP | MF |
| 3.44 | 1.51 | 2.42 | 1.28 | 1.64 | 4.0 | 2.7 | 1.48 | 2.0 | 1.53 | 1.58 | 1.50 |
Average improvement in F1 scores achieved by TCSS over Resnik for best-match average and maximum approaches. TCSS does 2.2 times better than Resnik for cellular component (CC), 1.5 times for biological process (BP), and 2.5 times for molecular function (MF) ontologies on average.
